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A great course for mere mortals!
What can you do with machine learning?
If you're a halfway decent Python programmer, you can learn to do all these things and much more! Machine Learning for Mere Mortals is a practical video course that takes you from clueless beginner into the incredible world of machine learning with Python and Tensorflow!
What do we mean by mere mortals? It's simple! We don't expect you to know any specialist mathematics or highbrow computer programming. If you passed college stats and you know the basics of Python programming, you're set. In this course, you'll start by learning what machine learning is, along with a quick refresher on the math you'll need, including key ML terms like scalars, vectors, and matrices. Next, you'll start working with Google's amazing TensorFlow machine learning library as you take your first steps. In your first major project, you'll build a smart spam filter. As you explore practical lessons in supervised and unsupervised machine learning, you'll learn how to fine-tune it to catch exactly what it needs to, every time.
One of the hottest ML topics is Deep Learning with neural networks. That's where this course goes next, but DON'T PANIC! You'll find examples and explanations that make this extraordinarily cool topic easy to understand. You'll build your first network, discover what makes it tick, and apply it to recognize handwriting. Along the way, you'll start to think like a machine learning developer as you learn how to choose and optimize algorithms and explore other tools you can use beyond TensorFlow.
Expert author Nick Chase brings his experience writing hundreds of articles and tutorials to the world of video, as he carefully guides you through each aspect of machine learning you need to know. He breaks down key concepts and terms so you can discuss this topic with other people in the ML biz using their own language. With this video course and Nick by your side, you'll be more than ready to develop your own machine learning applications and get real, actionable insight from your data!
Excellent intro to ML and the best way to get started using TensorFlow.
It is a good introduction to machine learning, especially for those without strong mathematical background.
It teaches the core principles behind the topic in a manner which is easy to follow and grasp.